Application of deep learning in MRI classification of Schizophrenia

Application of deep learning in MRI classification of Schizophrenia

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون:	Joyee, Ramisa Fariha, Rodoshi, Lamia Hasan, Nadia, Yasmin
مؤلفون آخرون:	Bin Ashraf, Faisal
التنسيق:	أطروحة
اللغة:	English
منشور في:	Brac University 2024
الموضوعات:	Schizophrenia Deep learning (DL) Neuro-image MRI Computer aided diagnosis Neuro-psychiatric disease DNN CNN SVM RNN COBRE NUSDAST Deep Learning
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/22719

مواد مشابهة

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
بواسطة: Ashraf, S.M. Nabil, وآخرون
منشور في: (2021)

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
بواسطة: Haque, Hossain MD. Hasibul, وآخرون
منشور في: (2024)

Visual object classification from fMRI data
بواسطة: Newaz, Syed Mishar, وآخرون
منشور في: (2022)

Enhancing multiclass brain tumor classification using deep learning: leveraging superior imaging representations to improve inferior modality performance
بواسطة: Hossain, Shah Md. Shakhawath, وآخرون
منشور في: (2024)

Review on: the mechanism and function of Glia in parkinson's disease
بواسطة: Abedin, Khondokar Mezbahul
منشور في: (2023)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
بواسطة: Hasan, M. M. Kamrul, وآخرون
منشور في: (2022)

National academy for Autism and neuro-development disabilities
بواسطة: Iftekhar, Amana
منشور في: (2022)

Deep convolutional GAN-based data augmentation for medical image classification
بواسطة: Datta, Joy, وآخرون
منشور في: (2022)

Neuro-fuzzy-based hand-off and opportunistic spectrum access for cognitive cooperative network
بواسطة: Kaiser, Moritz Shamim, وآخرون
منشور في: (2016)

Intracranial hemorrhage detection using CNN-LSTM fusion model
بواسطة: Ahmed, Kazi sabab, وآخرون
منشور في: (2022)

Deep learning approaches to EEG and fMRI data: a comparative study for sleep stage classification
بواسطة: Tanvir, Farhan, وآخرون
منشور في: (2024)

Demand forecasting on supply chain using ML and NN
بواسطة: Hridi, Naoshin Anzum, وآخرون
منشور في: (2023)

Classification of peripheral blood cell images using deep learning
بواسطة: Aadi, Oyshik Ahmed, وآخرون
منشور في: (2024)

Autism detection based on MRI images using Deep Learning
بواسطة: Mostafa, Sadab, وآخرون
منشور في: (2023)

Predicting effectiveness of marketing through analyzing emotional context in advertisement using deep learning
بواسطة: Arafat, Sheikh Mohammad, وآخرون
منشور في: (2021)

UI development and functionality testing automation in android application
بواسطة: Taus, Shehjad Ali, وآخرون
منشور في: (2024)

Detection of early stages of Parkinson's disease by analyzing fMRI data and machine learning approaches
بواسطة: Neehal, Ahmed Hasin, وآخرون
منشور في: (2020)

Detection of alzheimer's disease using deep learning
بواسطة: Hasan, Mahmudul, وآخرون
منشور في: (2021)

RetinalNet-500: a newly developed CNN model for eye disease detection
بواسطة: Toki, Sadikul Alim, وآخرون
منشور في: (2023)

Multi-classification based Alzheimer's disease detection with comparative analysis from brain MRI scans using deep learning
بواسطة: Kabir, Azmain, وآخرون
منشور في: (2022)

Predicting regional accents of Bengali language using deep learning
بواسطة: Ibrahim, Md. Abu, وآخرون
منشور في: (2022)

An efficient ML approach to detect brain tumor using MRI images
بواسطة: Muktadir, MD. Arafat, وآخرون
منشور في: (2024)

Deep Learning based Medicinal Plants Leaf Recognition
بواسطة: Mahalanabish, Tonusri
منشور في: (2023)

A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning
بواسطة: Morshed, Atique, وآخرون
منشور في: (2021)

A hybrid rumor detection model derived from a comparative study of supervised approaches
بواسطة: Aothoi, Mehzabin Sadat, وآخرون
منشور في: (2023)

Document template identification and data extraction using machine learning and deep learning approach
بواسطة: Roy, Kaushik, وآخرون
منشور في: (2024)

A comparative analysis of deep learning and hybrid models to diagnose multi-class skin cancer
بواسطة: Nawrin, Ishrat Nur, وآخرون
منشور في: (2023)

Concomitant use of multiple antipsychotics to treat Schizophrenia: Risk benefit analysis
بواسطة: Tabassum, Fariha
منشور في: (2024)

An efficient approach for binary classification in brain tumor detection using convolutional neural network
بواسطة: Islam, MD. Arman, وآخرون
منشور في: (2023)

A modern technique to detect potholes by Computer Vision and Deep Learning
بواسطة: Saif, Muntasir Mahmud, وآخرون
منشور في: (2023)

Deep learning-based waste classification system for efficient waste management
بواسطة: Nakib, Abdullah Al, وآخرون
منشور في: (2022)

Detection of prodromal parkinson’s disease with fMRI data and deep neural network approaches
بواسطة: Shahriar, Farhan, وآخرون
منشور في: (2021)

Recognition of Bangladeshi sign language from 2D videos using openpose and LSTM based RNN
بواسطة: Dewanjee, Tanmoy, وآخرون
منشور في: (2021)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
بواسطة: Fiona, Driciru, وآخرون
منشور في: (2024)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
بواسطة: Bhuiyan, Abir Ahammed, وآخرون
منشور في: (2024)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
بواسطة: Datta, Nirjhor, وآخرون
منشور في: (2024)

Plant leaf disease identification
بواسطة: Hasan Mahin, Mohammad Rakibul, وآخرون
منشور في: (2024)

Leveraging sequential deep learning models for detecting multitude of human action categories
بواسطة: Pranta, Kazi Al Refat, وآخرون
منشور في: (2024)

Deep learning based predictive analytics for decentralized content caching in hierarchical edge networks
بواسطة: Chakraborty, Dhruba, وآخرون
منشور في: (2022)

Diabetic retinopathy detection and classification by using deep learning
بواسطة: Hossain, Shahriar, وآخرون
منشور في: (2022)